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oversight-at-scale-isn’t-guaranteed:-mit-researchers-quantify-the-fragility-of-nested-ai-supervision-with-new-elo-based-framework

Oversight at Scale Isn’t Guaranteed: MIT Researchers Quantify the Fragility of Nested AI Supervision with New Elo-Based Framework

Source: MarkTechPost Frontier AI companies show advancement toward artificial general intelligence (AGI), creating a need for techniques to...
May 3, 2025
llms-can-now-reason-in-parallel:-uc-berkeley-and-ucsf-researchers-introduce-adaptive-parallel-reasoning-to-scale-inference-efficiently-without-exceeding-context-windows

LLMs Can Now Reason in Parallel: UC Berkeley and UCSF Researchers Introduce Adaptive Parallel Reasoning to Scale Inference Efficiently Without Exceeding Context Windows

Source: MarkTechPost Large language models (LLMs) have made significant strides in reasoning capabilities, exemplified by breakthrough systems like...
May 3, 2025
subject-driven-image-evaluation-gets-simpler:-google-researchers-introduce-refvnli-to-jointly-score-textual-alignment-and-subject-consistency-without-costly-apis

Subject-Driven Image Evaluation Gets Simpler: Google Researchers Introduce REFVNLI to Jointly Score Textual Alignment and Subject Consistency Without Costly APIs

Source: MarkTechPost Text-to-image (T2I) generation has evolved to include subject-driven approaches, which enhance standard T2I models by incorporating...
May 2, 2025
from-eliza-to-conversation-modeling:-evolution-of-conversational-ai-systems-and-paradigms

From ELIZA to Conversation Modeling: Evolution of Conversational AI Systems and Paradigms

Source: MarkTechPost TL;DR: Conversational AI has transformed from ELIZA’s simple rule-based systems in the 1960s to today’s sophisticated...
May 2, 2025
jetbrains-open-sources-mellum:-a-developer-centric-language-model-for-code-related-tasks

JetBrains Open Sources Mellum: A Developer-Centric Language Model for Code-Related Tasks

Source: MarkTechPost JetBrains has officially open-sourced Mellum, a purpose-built 4-billion-parameter language model tailored for software development tasks. Developed...
May 2, 2025
training-llm-agents-just-got-more-stable:-researchers-introduce-starpo-s-and-ragen-to-tackle-multi-turn-reasoning-and-collapse-in-reinforcement-learning

Training LLM Agents Just Got More Stable: Researchers Introduce StarPO-S and RAGEN to Tackle Multi-Turn Reasoning and Collapse in Reinforcement Learning

Source: MarkTechPost Large language models (LLMs) face significant challenges when trained as autonomous agents in interactive environments. Unlike...
May 2, 2025
xiaomi-introduced-mimo-7b:-a-compact-language-model-that-outperforms-larger-models-in-mathematical-and-code-reasoning-through-rigorous-pre-training-and-reinforcement-learning

Xiaomi introduced MiMo-7B: A Compact Language Model that Outperforms Larger Models in Mathematical and Code Reasoning through Rigorous Pre-Training and Reinforcement Learning

Source: MarkTechPost With rising demand for AI systems that can handle tasks involving multi-step logic, mathematical proofs, and...
May 2, 2025
building-the-internet-of-agents:-a-technical-dive-into-ai-agent-protocols-and-their-role-in-scalable-intelligence-systems

Building the Internet of Agents: A Technical Dive into AI Agent Protocols and Their Role in Scalable Intelligence Systems

Source: MarkTechPost As large language model (LLM) agents gain traction across enterprise and research ecosystems, a foundational gap...
May 2, 2025
deepseek-ai-released-deepseek-prover-v2:-an-open-source-large-language-model-designed-for-formal-theorem,-proving-through-subgoal-decomposition-and-reinforcement-learning

DeepSeek-AI Released DeepSeek-Prover-V2: An Open-Source Large Language Model Designed for Formal Theorem, Proving through Subgoal Decomposition and Reinforcement Learning

Source: MarkTechPost Formal mathematical reasoning has evolved into a specialized subfield of artificial intelligence that requires strict logical...
May 1, 2025
meta-ai-introduces-first-version-of-its-llama-4-powered-ai-app:-a-standalone-ai-assistant-to-rival-chatgpt

Meta AI Introduces First Version of Its Llama 4-Powered AI App: A Standalone AI Assistant to Rival ChatGPT

Source: MarkTechPost Meta has officially entered the standalone AI assistant arena with the launch of its new Meta...
May 1, 2025
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